Expectation Maximisation with Python : Coin Toss¶
This notebook implements the example, I consider a classic for understanding Expectation Maximisation.
See: http://www.nature.com/nbt/journal/v26/n8/full/nbt1406.html
Notations:
\begin{align*} \theta_A &= \text{Probability of a Heads showing up given the coin tossed is A}\\ \theta_B &= \text{Probability of a Heads showing up given the coin tossed is B}\\ \end{align*}